US6091723A - Sorting networks having improved layouts - Google Patents
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- US6091723A US6091723A US08/956,061 US95606197A US6091723A US 6091723 A US6091723 A US 6091723A US 95606197 A US95606197 A US 95606197A US 6091723 A US6091723 A US 6091723A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L49/00—Packet switching elements
- H04L49/15—Interconnection of switching modules
- H04L49/1507—Distribute and route fabrics, e.g. sorting-routing or Batcher-Banyan
Definitions
- the present invention relates to sorting networks. More particularly, the invention relates to a reduced-area layout for sorting networks.
- Sorting networks are useful as fast circuits for performing data sorting. Sorting networks consist of input terminals, a plurality of comparison circuits, interconnections or links and output terminals. A comparison circuit is operable to compare two values appearing at its inputs and to route them to respective outputs based on those values. For example, the lesser of the two values may be directed to a predetermined first output and the greater of the two values may be directed to a predetermined second output of the comparison circuit. Sorting networks are useable, for example, in conjunction with parallel processing for computers, and as message routers for sorting messages such as in data and telecommunication networks.
- the area required for a sorting network is not, however, necessarily controlled by the number of comparison circuits in the network.
- An additional important consideration is the area required for the interconnects, e.g., wires or the like, linking the various elements of the sorting network.
- the physical layout of a sorting network may be of paramount importance in minimizing area requirements.
- the present invention is directed to a method for laying out a sorting network, and to sorting network layouts resulting therefrom.
- the area required for implementing a network can be determined by developing a grid layout for the network.
- the grid layout encompasses the various interconnect permutations required within the network.
- Batcher's odd-even sorting network can be laid-out in an area of 3N 2 or fewer grid units for a network of N inputs.
- the comparison circuits comprising the network are arranged into one or more substantially triangularly-shaped groups referred to herein as "cones.”
- a "primary" cone consists of N-1 comparison circuits arranged in a triangularly-shaped grouping and having a symmetry axis aligned between input N/2 and N/2+1, i.e., along the midpoint of the N inputs.
- Comparison circuits not included in the primary cone are arranged in other cones containing fewer comparison circuits than the primary cone and having other symmetry axes. The arrangement of sorting network comparison circuits into such triangularly-shaped groupings was hitherto unknown.
- each link interconnecting the inputs and outputs of all comparison circuits is “slanted,” such as, for example, by 45°, relative to conventional layouts.
- channel linking is used to conduct signals between cones and to bring such signals together, according to the network definition, in a first column of comparison circuits within such cones.
- FIG. 1 shows a simplified illustration of a comparison circuit C
- FIG. 2 shows a portion of an exemplary grid for laying out a network and a representation of grid area
- FIG. 3 shows a block diagram of Batcher's odd-even network for sorting
- FIG. 4 shows detail of an odd-even merger, M n+1 , an element of the odd-even network
- FIG. 5 shows the conceptual structural elements of a layout of an odd-even merger circuit according to the present invention
- FIG. 8 shows a simplified diagram of a portion of an asynchronous transfer mode (ATM) network
- FIG. 9 shows a simplified diagram of an asynchronous transfer mode (ATM) switch.
- ATM asynchronous transfer mode
- An exemplary sorting network has N input terminals and N output terminals and a plurality of comparison circuits and interconnects or links. If N signals, representing N values, such as, for example, real numbers or address values, are fed into the input terminals, the same signals appear sorted on the output terminals. Sorting networks can be implemented to process electronic, optical or other types of signals. It will be appreciated that the physical implementation of the network will vary depending upon the signal-type being processed, e.g., electronic, optical.
- FIG. 1 shows a simplified illustration of a comparison circuit C.
- a comparison circuit contains logic circuits, memory cells and the like, as described in Weste et al., Principles of CMOS VLSI Design, Section 9.4, (Addison-Wesley, 1985). That publication, and all others mentioned in this specification are incorporated by reference herein.
- a comparison circuit such as the comparison circuit C, is operable to sort two signals. For clarity and ease of presentation, such signals will hereinafter be referred to as "numbers.” Further, as used herein, the term “vector” is defined as a sequence of signals.
- the comparison circuit C has two input terminals 6, 8 and two output terminals 10, 12, as illustrated in FIG. 1. If two numbers x, y are fed to the two inputs 6, 8, the same numbers x, y emerge sorted on the output terminals 10, 12. It is assumed herein that the number, say x, having the smaller value emerges upwardly, i.e., on terminal 10 in FIG. 1, and the number, y, having the larger value emerges downwardly, i.e., on terminal 12. To simplify the following description, designations for numbers (signals) delivered to the terminals, and the terminals receiving such numbers, will be used interchangeably.
- the networks described herein also have fixed interconnects or links, such as the fixed interconnects 4a-d shown in FIG. 1.
- Such interconnects are normally implemented, for example, as conductive traces patterned on and throughout integrated circuits, or as optical waveguides in optical circuits. All such interconnects are directed links connecting a network input terminal, not shown, or a comparison circuit output terminal to a comparison circuit input terminal, or a network output terminal, not shown.
- a grid can be used to assist in laying out a network.
- a grid consists of a first and a second set of straight lines. In each of such sets, the lines are parallel. It is assumed herein that the distance between any two adjacent parallel lines is the same as the distance between any other two adjacent parallel lines, though such distance can vary. That distance is assumed to be equal to one unit, referred to herein as a "grid segment.”
- the lines of the first set may lie in any non-zero angle with respect to the lines of the second set. For clarity of presentation, that angle is assumed herein to be ninety degrees, i.e., the lines of the first set are orthogonal to those of the second set.
- the grid is a square.
- the grid points are the points of intersections of the lines of the first set with the lines of the second set.
- FIG. 2 shows a portion of such a grid.
- the first and second sets of straight lines are oriented vertically as “grid columns,” and horizontally as “grid rows.”
- the grid portion shown is defined by grid columns col9-col14 and grid rows row11-row14.
- the grid area encompassed by a region bounded by grid columns col9-col14 (side a), and grid rows row11-row14 (side b) is fifteen grid units (GU).
- a grid unit GU is not arbitrarily small.
- a grid unit has a minimum size dictated by the state-of-the-art in device fabrication, particularly in terms of minimum feature size, prevailing at any given point in time. For example, assume it is determined that a sorting network requires an area of G grid units. It will be appreciated that the absolute area, as measured in square microns or square millimeters, required to implement such a network using technology current in, say 1970, is significantly greater than the area required for implementation using technology current in 1997.
- the layout areas presented herein are described in terms of "grid units.” It should now be appreciated that a grid unit is a relative measure, and not an absolute measure, of layout area.
- the area required for a layout of a switching network is the area (measured in grid units) of the smallest rectangle that contains such a layout.
- the grid area of a layout is defined as the least number of grid units in a rectangle that encompasses the layout.
- rectangle R contains at least [(a-1) ⁇ (b-1)]-1 grid points and at most (a+1) ⁇ (b+1) grid points, no matter how the rectangle R is oriented with respect to the grid.
- the sides of R need not be parallel to the grid lines and the quantities a and b need not be integers. When a and b are large, the number of grid points is approximately equal to the area of the rectangle in grid units.
- a switching network by a directed graph, wherein switching circuits and network terminals are considered to be vertices, and the interconnects or links are directed edges.
- the following rules and definitions will be used herein with regard to embedding such a graph in a grid.
- the vertices of a graph are mapped to grid-points, with no more than one vertex per grid-point.
- every edge of the directed graph is represented by a path in the grid, but no grid edge is used in more than one such path.
- Such a mapping of the graph edges to grid paths is referred to herein as "edge-disjoint" mapping.
- Two paths may share an intermediate grid-point, but they must cross at that point, i.e., no "knock-knee” or change in direction is allowed.
- ⁇ i.e., big “ ⁇ ” is defined as follows: a function ⁇ (x) is said to be “ ⁇ (g(x))" if there exists a constant, c, such that for every x, ⁇ (x) ⁇ c ⁇ g(x).
- the area of a rearrangeable network for N inputs is greater than 1/2 (N-1) 2 grid units.
- a network is rearrangeable if for every correspondence of the input terminals to the output terminals there are edge-disjoint directed paths connecting each input terminal with its corresponding output terminal. Every sorting network is rearrangeable.
- FIG. 3 shows an example of Batcher's network S n+1 for odd-even sorting.
- the networks described herein have a recursive structure. It will be appreciated by those skilled that explication of such recursive structure is facilitated by examining network construction and related elements in terms of the "n+1st" level.
- the network receives an input vector having 2N arbitrary inputs x 0 , x 1 . . . x 2N-1 and generates a sorted output vector y 0 , y 2 . . . x 2N-1 of size 2N.
- the term "arbitrary" is used herein to indicate that the inputs can be in any order, such as, for example, not sorted or sorted.
- the arrangement which is constructed recursively, includes, for S n+1 , two odd-even sorters and one odd-even merger M n+1 .
- the two odd-even sorters include an upper odd-even sorter S n 1 and a lower odd-even sorter S n 2 .
- the odd-even sorters and odd-even merger are constructed of comparison circuits.
- S 1 comprises a single comparison circuit.
- Odd-even sorters such as the upper and lower odd-even sorters S n 1 , S n 2 , receive at their inputs arbitrary vectors and deliver, at their outputs, sorted vectors.
- the odd-even merger M n+1 merges the two sorted N-input vectors into a single sorted 2N-input vector.
- the 2N arbitrary inputs x 0 , x 2 . . . x 2N-1 are received by the odd-even sorters S n 1 , S n 2 , N inputs to each.
- the N sorted outputs z 0 , z 1 . . . z N-1 of the odd-even sorter S n 1 are delivered, in order, to the first N inputs w 0 , w 1 . . . w N-1 of the odd-even merger M n+1 .
- the odd-even merger M n+1 includes two mergers, an upper merger M n 1 and a lower merger M n 2 , and (N-1) comparison circuits C 1 , C 2 . . . C N-1 connected to the appropriate outputs of the upper and lower mergers, as described further below.
- the odd-even merger M n+1 receives the input vector w 0 , w 1 . . . w 2N-1 and delivers, at its outputs, the sorted output vector y 0 , y 1 . . .
- Inputs w 0 , w 2 , . . . ,w N-2 comprise a first portion of an input vector routed to the upper merger M n 1 .
- Inputs w 1 , w 3 , . . . , w N-1 comprise a first portion of an input vector routed to the lower merger M n 2 .
- Inputs w N+1 , w N+3 , . . . , w 2N-1 comprise a second portion of the input vector routed to the lower merger M n 2 .
- the input vector to M n 2 is w 1 , w 3 , w 5 and w 7 .
- the sorted outputs of the upper merger M n 1 are denoted as u 0 , u 1 , . . . , u N-1 and the sorted outputs of the lower merger M n 2 denoted as v 0 , v 1 , ,v N-1 .
- Most of the outputs from the upper and lower mergers M n 1 , M n 2 are connected to the inputs of the aforementioned column of (N-1) comparison circuits.
- the depth of a merger M n is n.
- merger depth is equal to the maximum number of comparison circuits forming a path from input to output.
- the depth of the odd-even sorting network S n is 1/2n(n+1).
- Batcher's odd-even network can be implemented in an upper bound area of 3N 2 grid units.
- an "upper bound" area of 3N 2 grid units means that the sorting network can be implemented in 3N 2 or fewer grid units.
- it is advantageous to reduce the upper bound.
- layouts of Batcher's odd-even sorting network having a grid area greater than 3N 2 grid units fall within the intended scope of the present invention.
- Such layouts can be obtained, for example, by introducing any number of inefficiencies into the layout.
- Such inefficiencies can include, without limitation, locating one or more comparison circuits out of a preferred position or not linking comparison circuits as efficiently as possible in accordance with the present teachings.
- Mergers M 1 -M 3 laid-out according to the present invention, are shown in FIGS. 6a-6c, respectively.
- M 1 consists of a single comparison circuit
- M 2 consists of three comparison circuits
- M 3 consists of nine comparison circuits.
- the comparison circuits are advantageously partitioned, in the arrangement of M n , into subsets called "cones.”
- dashed lines have a substantially triangular or conic shape. It should be understood that the dashed line is included for clarity of presentation; it is not a feature, i.e., a link, of the merger M n . Within the cones, comparison circuits are arranged in columns.
- the next two cones CN 2 n and CN 3 n include comparison circuits not included in the primary cone. More particularly, the second cone CN 2 n is defined by a group of comparison circuits having a symmetry axis between line 2 n-2 -1 and line 2 n-2 (between line N/4 and N/4+1). The third cone CN 3 n is defined by a group of comparison circuits having a symmetry axis between lines 2 n-1 +2 n-2 -1 and line 2 n-1 +2 n-2 (between line 3/4N and 3/4N+1). In the case of the merger M 3 shown in FIG.
- FIG. 6d shows the merger M 4 , with dashed lines defining the previously-mentioned structural units.
- the upper half UH of the links directed upwardly away from the first column COL1 of comparison circuits exits primary cone CN 1 4 without entering another primary cone comparison circuit.
- the channel links CL conduct signals out of each cone.
- a first group CL 1 of channel links comprises 2 n-1 links directed upwardly on a "slant" from the primary cone.
- VCOL virtual column
- the upper half UH of such links comprising 2 n-2 links
- the n-th+1 of such columns is located at the intersection of the lower half LHD of the downwardly-directed links and the upper half UHU of the upwardly directed links.
- the n-th+1 column has 2 n-3 comparison circuits.
- the arrangement of comparison circuits within the cones lying above the symmetry axis between line 2 n -1 and line 2 n of merger M n+1 is identical to the arrangement of comparison circuits, except the first 2 n-1 of such comparison circuits, of M n .
- the portion "R,” of the merger M 3 i.e., M n
- the merger M 4 i.e., M n+1
- the arrangement of the lower half of M 4 i.e., M n+1
- the last column of M n comprises 2 n-2 comparison circuits, each a cone.
- S 2 consists of upper and lower S 1 sorters, the outputs of which are attached to odd-even merger M 2 . There are four copies of S 2 .
- Sorter S 3 consists of upper and lower S 2 sorters attached to odd-even merger M 3 .
- S 4 consists of upper and lower S 3 sorters attached to odd-even merger M 4 . It will now be appreciated that the odd-even sorter is comprised of odd-even mergers.
- odd-even sorting network S n is distinct from previous layouts of Batcher's odd-even sorter in a number of aspects.
- the odd-even sorter is arranged in conic portions, includes links that are slanted, such as by 45°, and includes channel linking.
- Such features are unknown in conventional sorting network layouts, and result, among other benefits, in a lower layout-area than has hitherto been achieved.
- the sorting network described by the present layout and Batcher's odd-even sorter are isomorphic.
- the term isomorphic is meant to indicate structural equivalence implying that the present sorter is characterized by the same depth, i.e; 1/2n(n+1), and number of comparison circuits, i.e., ⁇ (N 2 ), as Batcher's odd-even sorter.
- ⁇ (N 2 ) number of comparison circuits
- the grid area required by the present layout is significantly less than that required for previous layouts of Batcher's odd-even sorter.
- the layout of M n is enclosed by a rectangle having a height ⁇ 2 ⁇ (2 n -1) grid segments.
- the grid area of M n is bounded by 2 ⁇ 2 n ⁇ (3/4)2 n or 3/2N 2 grid units.
- the layout of the complete odd-even sorter, S n follows the recursive construction previously described in this specification It is encompassed in a rectangle having a size ⁇ 2 ⁇ (2 n -1) ⁇ 2(2 n +2 n-1 -n-1).
- the grid area of S n is bounded by 2 ⁇ 2 n ⁇ (3/2)2 n or 3 N 2 grid units.
- Batcher's sorting networks have been used in a variety of applications. As sorters, such networks find application to computing. Due to their structure, such networks are particularly useful in parallel computing applications for instruction and/or data routing to corresponding processors or memory cells used in such applications. Additionally, since such networks function as self-routing switching networks, they are useful in a variety of communications applications, such as, for example, broad band ISDN as well as in conventional data and/or telecommunications networks. See Weste and Eshraghian, Principles of CMOS VLSI Design, Section 9.4, (Addison Wesley, 1985). The improved layouts described herein may be used advantageously, in the same applications, to minimize the area required to physically implement the sorting network on one or more integrated circuits.
- FIG. 8 shows a portion of an ATM network having nodes N1-N5.
- a single source S1 delivers data onto the network at N1 for delivery to other nodes in the network, such as nodes N2-N5.
- Each of the nodes has an ATM node switch, not shown in FIG. 8, for routing data to other nodes in the network.
- FIG. 9. A simplified diagram of an ATM node switch according to the present invention is shown in FIG. 9.
- data packets D1-DN are received by the ATM node switch and stored in buffers for preprocessing in preprocessing stage PS.
- the data packets include routing or address data indicating the intended destination of the information content.
- decisions are made by known methods concerning the order of data flow into switch fabric SF, which is a sorting network SN having an improved layout as described herein. From the buffers, the data is delivered synchronously into the switch fabric SF, and routed to the appropriate node.
- the cones described herein have been defined to have a substantially triangularly-shaped perimeter and to have specifically-located symmetry axes. Moving one or more comparison circuits from a designated position may disrupt the substantially triangular shape of a cone's perimeter and/or skew its symmetry axis from the defined location. Such a modification is contemplated and is considered to be within the intended scope of the invention. It will be appreciated, however, that such deviations increase the grid area of a network layout.
- the inputs or outputs may not exist as such in some embodiments.
- the outputs of comparison circuits from the first of the linked networks can be directly linked to the inputs of comparison circuits in the second of the linked networks such that the second linked network does not possess discrete network inputs.
- slanting all links ⁇ 45 degrees relative to the columns of comparison circuits i.e., ⁇ 45 degrees away from the vertical in FIGS.
- the present invention may be practiced by slanting the links by a lesser or greater amount, or by slanting some but not all the links, or by permuting the links in other ways.
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Cited By (10)
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US20130151260A1 (en) * | 2011-12-12 | 2013-06-13 | Motorola Mobility, Inc. | Apparatus and method for audio encoding |
US8631197B2 (en) | 2011-05-23 | 2014-01-14 | HGST Netherlands B.V. | Implementing enhanced updates for indirection tables |
US20140313930A1 (en) * | 2014-03-06 | 2014-10-23 | Konda Technologies Inc. | Optimization of multi-stage hierarchical networks for practical routing applications |
US20150049768A1 (en) * | 2013-07-15 | 2015-02-19 | Konda Technologies Inc. | Fast scheduling and optmization of multi-stage hierarchical networks |
US20160261525A1 (en) * | 2011-09-07 | 2016-09-08 | Venkat Konda | Optimization of multi-stage hierarchical networks for practical routing applications |
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US20050262005A1 (en) * | 1999-10-21 | 2005-11-24 | Mercexchange Llc, A Virginia Corporation | Context-sensitive switching in a computer network environment |
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US8631197B2 (en) | 2011-05-23 | 2014-01-14 | HGST Netherlands B.V. | Implementing enhanced updates for indirection tables |
US8719632B2 (en) | 2011-05-23 | 2014-05-06 | HGST Netherlands B.V. | Implementing enhanced EPO protection for indirection data |
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US10979366B1 (en) * | 2011-09-07 | 2021-04-13 | Konda Technologies Inc. | Optimization of multi-stage hierarchical networks for practical routing applications |
US10003553B2 (en) * | 2011-09-07 | 2018-06-19 | Konda Technologies Inc. | Optimization of multi-stage hierarchical networks for practical routing applications |
US10574594B1 (en) * | 2011-09-07 | 2020-02-25 | Konda Technologies Inc. | Optimization of multi-stage hierarchical networks for practical routing applications |
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US9929977B2 (en) * | 2013-07-15 | 2018-03-27 | Konda Technologies Inc. | Fast scheduling and optimization of multi-stage hierarchical networks |
US20170070450A1 (en) * | 2013-07-15 | 2017-03-09 | Venkat Konda | Fast scheduling and optmization of multi-stage hierarchical networks |
US9509634B2 (en) * | 2013-07-15 | 2016-11-29 | Konda Technologies Inc. | Fast scheduling and optmization of multi-stage hierarchical networks |
US10412025B2 (en) * | 2013-07-15 | 2019-09-10 | Konda Technologies Inc. | Fast scheduling and optmization of multi-stage hierarchical networks |
US20150049768A1 (en) * | 2013-07-15 | 2015-02-19 | Konda Technologies Inc. | Fast scheduling and optmization of multi-stage hierarchical networks |
US9374322B2 (en) * | 2014-03-06 | 2016-06-21 | Konda Technologies Inc. | Optimization of multi-stage hierarchical networks for practical routing applications |
US20140313930A1 (en) * | 2014-03-06 | 2014-10-23 | Konda Technologies Inc. | Optimization of multi-stage hierarchical networks for practical routing applications |
CN112861145A (en) * | 2021-01-06 | 2021-05-28 | 华控清交信息科技(北京)有限公司 | Data processing method and device and data processing device |
CN112861145B (en) * | 2021-01-06 | 2023-12-12 | 华控清交信息科技(北京)有限公司 | Data processing method and device for data processing |
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